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## THE FATWA (HUKM)
**HUKM:** We will adopt a weekly, 90-minute Continuous Discovery habit using the Evidence Quadrant as our primary tool for all product decisions, with explicit guardrails to protect engineering resources and user trust.
**DALEEL:**
**PRODUCT_LEAD:** Our quantitative data shows 35% of features shipped last quarter had <20% adoption. Qualitative interviews reveal users feel “features are built for someone else.” Behavioral logs confirm low repeat usage. Attitudinal surveys show Net Promoter Score dropping 12 points in 6 months. This quadrant reveals a systemic failure to validate before building.
**MUJTAHID:** The daleel is mixed but sufficient to establish a hukm. The quantitative data is qati al-thubut (certain in transmission) but zanni al-dalala (speculative in interpretation). Qualitative evidence is zanni but corroborated. Istidlal via qiyas: the Prophet ﷺ said, “The strong believer is better and more beloved to Allah than the weak believer” (Muslim). Strength here implies disciplined use of resources. Hifz al-Mal obligates us to spend development capital only on validated problems. The maslaha (public benefit) of a discovery habit is overwhelming.
**MAQSAD:** Hifz al-Mal (Preservation of Wealth) we protect engineering hours, server costs, and data assets from waste. Also Hifz al-Aql (Intellect) we avoid cognitive bias by forcing structured evidence review. Sub-maqsad: Hifz al-Din (Religion) trustworthiness with stakeholder and user resources.
**SHURUT:**
- Each session must review evidence from all four quadrants. No session is valid if one quadrant is empty (e.g., “we have no behavioral data yet” triggers an action item, not a pass).
- At least one user must be interviewed or observed every two weeks. Recordings or notes become part of the evidence repository.
- The session must produce a written “Evidence Summary” (one page) that updates the Opportunity Solution Tree and is shared with the broader team.
- Rollback condition: If after 8 consecutive sessions we have zero changes to our product roadmap (i.e., no pivots or kills), we suspend the habit and audit whether the method is being applied correctly.
**MUNKATHIRAT:**
- Making a major product decision (feature go/no-go, resource allocation >1 sprint) without referencing the Evidence Quadrant.
- Cherry-picking evidence from only the quadrant that supports a pre-existing bias.
- Allowing “we already know this” to skip a session the habit itself is the nullifier if broken three times without written justification.
## THE PROTOCOL
**STEP 1: This week Build your quadrant board.**
Create a shared Miro or whiteboard with four labeled boxes: *Quantitative* (metrics, analytics), *Qualitative* (user interview quotes, verbatims), *Behavioral* (session recordings, heatmaps, funnel drop-offs), *Attitudinal* (surveys, NPS, satisfaction scores). Populate with every piece of evidence you currently have. Identify the emptiest quadrant that is your first discovery task.
**STEP 2: This sprint Run your first discovery session.**
Block 90 minutes on Tuesday. Invite PM, designer, lead engineer, and one rotating team member. Objective: Review each quadrant, list top 3 opportunities, and for each opportunity write a “What would have to be true?” statement. End with one decision: continue, pivot, or kill the current top feature candidate.
**STEP 3: Next 30 days Build the habit and measure.**
After 4 sessions, conduct a mini-muhasaba: How many decisions changed because of evidence? What quadrant gave us the most leverage? If no decisions changed, escalate to the rollback condition. If decisions improved, codify the session as a team ritual.
## MUHASABA (RETROSPECTIVE)
**What evidence are we most afraid to collect, and what does that fear tell us about our willingness to protect our users and companys wealth?**
The uncomfortable truth: we often avoid behavioral data because it might prove our assumptions wrong. Hifz al-Mal demands we seek that discomfort because a wrong feature costs far more than a bruised ego. If you cant name the evidence youre avoiding, you havent truly done Istiqsa. Go back to Discovery.